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PUBLISHER: KBV Research | PRODUCT CODE: 1575647
PUBLISHER: KBV Research | PRODUCT CODE: 1575647
LAMEA AI-Driven Traffic Management Market Size, Share & Trends Analysis Report By Deployment Mode, By Technology, By Component (Software, Hardware, and Services), By Application, By End User, By Country and Growth Forecast, 2024 - 2031
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The Latin America, Middle East and Africa AI-Driven Traffic Management Market would witness market growth of 32.5% CAGR during the forecast period (2024-2031).
The Brazil market dominated the LAMEA AI-Driven Traffic Management Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $2,991.1 million by 2031. The Argentina market is showcasing a CAGR of 33.5% during (2024 - 2031). Additionally, The UAE market would register a CAGR of 31.3% during (2024 - 2031).
The ability of AI systems to predict and prevent accidents fosters public support for their adoption. Communities are more likely to embrace these technologies when they are seen as contributing to enhanced safety. Engaging the community in discussions about traffic management needs and solutions fosters trust and encourages the adoption of AI-driven systems. Public forums and feedback mechanisms allow citizens to voice their concerns and suggestions.
Cities are increasingly looking to examples of successful AI traffic management implementations, learning from best practices and adapting them to local contexts. This cross-pollination of ideas accelerates adoption. Collaborations and networks among cities facilitate knowledge sharing, allowing municipalities to understand the benefits and challenges of implementing AI-driven traffic systems.
The rising development of smart cities in the United Arab Emirates (UAE) and the expansion of the National Smart Mobility Strategy significantly contribute to the growth of this market. The UAE's Ministry of Economy has launched the Smart Cities & Artificial Intelligence Plan (2018-2022) to leverage information and Internet of Things (IoT) technologies to manage infrastructure effectively. This initiative sets the stage for innovative solutions that enhance urban living and streamline transportation systems, directly impacting the demand for AI-driven traffic management solutions. In conclusion, the rise of smart cities and the rising IoT industry in the region drive the market's growth.
Based on Deployment Mode, the market is segmented into Cloud and On-Premises. Based on Technology, the market is segmented into Machine Learning (ML), Computer Vision, Internet of Things (IoT), Natural Language Processing (NLP), and Other Technology. Based on Component, the market is segmented into Software, Hardware, and Services. Based on Application, the market is segmented into Traffic Signal Control Systems, Incident Detection & Management, Route Optimization, Public Transport Management, and Predictive Analytics. Based on End User, the market is segmented into Government Authorities, Highway Operators, and Logistics & Transportation Providers. Based on countries, the market is segmented into Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria, and Rest of LAMEA.
List of Key Companies Profiled
- Siemens AG (Siemens Mobility)
- Iteris, Inc.
- Econolite Group, Inc.
- Thales Group S.A.
- Huawei Technologies Co., Ltd. (Huawei Investment & Holding Co., Ltd.)
- Ericsson AB
- SWARCO AG
- IBM Corporation
- Indra Sistemas, S.A.
- ST Engineering Limited (Temasek Holdings Limited )
LAMEA AI-Driven Traffic Management Market Report Segmentation
By Deployment Mode
- Cloud
- On-Premises
By Technology
- Machine Learning (ML)
- Computer Vision
- Internet of Things (IoT)
- Natural Language Processing (NLP)
- Other Technology
By Component
- Software
- Hardware
- Services
By Application
- Traffic Signal Control Systems
- Incident Detection & Management
- Route Optimization
- Public Transport Management
- Predictive Analytics
By End User
- Government Authorities
- Highway Operators
- Logistics & Transportation Providers
By Country
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA
Table of Contents
Chapter 1. Market Scope & Methodology
- 1.1 Market Definition
- 1.2 Objectives
- 1.3 Market Scope
- 1.4 Segmentation
- 1.4.1 LAMEA AI-Driven Traffic Management Market, by Deployment Mode
- 1.4.2 LAMEA AI-Driven Traffic Management Market, by Technology
- 1.4.3 LAMEA AI-Driven Traffic Management Market, by Component
- 1.4.4 LAMEA AI-Driven Traffic Management Market, by Application
- 1.4.5 LAMEA AI-Driven Traffic Management Market, by End User
- 1.4.6 LAMEA AI-Driven Traffic Management Market, by Country
- 1.5 Methodology for the research
Chapter 2. Market at a Glance
- 2.1 Key Highlights
Chapter 3. Market Overview
- 3.1 Introduction
- 3.1.1 Overview
- 3.1.1.1 Market Composition and Scenario
- 3.1.1 Overview
- 3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
- 3.2.3 Market Opportunities
- 3.2.4 Market Challenges
Chapter 4. Competition Analysis - Global
- 4.1 KBV Cardinal Matrix
- 4.2 Recent Industry Wide Strategic Developments
- 4.2.1 Partnerships, Collaborations and Agreements
- 4.2.2 Product Launches and Product Expansions
- 4.2.3 Acquisition and Mergers
- 4.3 Market Share Analysis, 2023
- 4.4 Top Winning Strategies
- 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
- 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2021, Dec - 2024, Aug) Leading Players
- 4.5 Porter Five Forces Analysis
Chapter 5. LAMEA AI-Driven Traffic Management Market by Deployment Mode
- 5.1 LAMEA Cloud Market by Country
- 5.2 LAMEA On-Premises Market by Country
Chapter 6. LAMEA AI-Driven Traffic Management Market by Technology
- 6.1 LAMEA Machine Learning (ML) Market by Country
- 6.2 LAMEA Computer Vision Market by Country
- 6.3 LAMEA Internet of Things (IoT) Market by Country
- 6.4 LAMEA Natural Language Processing (NLP) Market by Country
- 6.5 LAMEA Other Technology Market by Country
Chapter 7. LAMEA AI-Driven Traffic Management Market by Component
- 7.1 LAMEA Software Market by Country
- 7.2 LAMEA Hardware Market by Country
- 7.3 LAMEA Services Market by Country
Chapter 8. LAMEA AI-Driven Traffic Management Market by Application
- 8.1 LAMEA Traffic Signal Control Systems Market by Country
- 8.2 LAMEA Incident Detection & Management Market by Country
- 8.3 LAMEA Route Optimization Market by Country
- 8.4 LAMEA Public Transport Management Market by Country
- 8.5 LAMEA Predictive Analytics Market by Country
Chapter 9. LAMEA AI-Driven Traffic Management Market by End User
- 9.1 LAMEA Government Authorities Market by Country
- 9.2 LAMEA Highway Operators Market by Country
- 9.3 LAMEA Logistics & Transportation Providers Market by Country
Chapter 10. LAMEA AI-Driven Traffic Management Market by Country
- 10.1 Brazil AI-Driven Traffic Management Market
- 10.1.1 Brazil AI-Driven Traffic Management Market by Deployment Mode
- 10.1.2 Brazil AI-Driven Traffic Management Market by Technology
- 10.1.3 Brazil AI-Driven Traffic Management Market by Component
- 10.1.4 Brazil AI-Driven Traffic Management Market by Application
- 10.1.5 Brazil AI-Driven Traffic Management Market by End User
- 10.2 Argentina AI-Driven Traffic Management Market
- 10.2.1 Argentina AI-Driven Traffic Management Market by Deployment Mode
- 10.2.2 Argentina AI-Driven Traffic Management Market by Technology
- 10.2.3 Argentina AI-Driven Traffic Management Market by Component
- 10.2.4 Argentina AI-Driven Traffic Management Market by Application
- 10.2.5 Argentina AI-Driven Traffic Management Market by End User
- 10.3 UAE AI-Driven Traffic Management Market
- 10.3.1 UAE AI-Driven Traffic Management Market by Deployment Mode
- 10.3.2 UAE AI-Driven Traffic Management Market by Technology
- 10.3.3 UAE AI-Driven Traffic Management Market by Component
- 10.3.4 UAE AI-Driven Traffic Management Market by Application
- 10.3.5 UAE AI-Driven Traffic Management Market by End User
- 10.4 Saudi Arabia AI-Driven Traffic Management Market
- 10.4.1 Saudi Arabia AI-Driven Traffic Management Market by Deployment Mode
- 10.4.2 Saudi Arabia AI-Driven Traffic Management Market by Technology
- 10.4.3 Saudi Arabia AI-Driven Traffic Management Market by Component
- 10.4.4 Saudi Arabia AI-Driven Traffic Management Market by Application
- 10.4.5 Saudi Arabia AI-Driven Traffic Management Market by End User
- 10.5 South Africa AI-Driven Traffic Management Market
- 10.5.1 South Africa AI-Driven Traffic Management Market by Deployment Mode
- 10.5.2 South Africa AI-Driven Traffic Management Market by Technology
- 10.5.3 South Africa AI-Driven Traffic Management Market by Component
- 10.5.4 South Africa AI-Driven Traffic Management Market by Application
- 10.5.5 South Africa AI-Driven Traffic Management Market by End User
- 10.6 Nigeria AI-Driven Traffic Management Market
- 10.6.1 Nigeria AI-Driven Traffic Management Market by Deployment Mode
- 10.6.2 Nigeria AI-Driven Traffic Management Market by Technology
- 10.6.3 Nigeria AI-Driven Traffic Management Market by Component
- 10.6.4 Nigeria AI-Driven Traffic Management Market by Application
- 10.6.5 Nigeria AI-Driven Traffic Management Market by End User
- 10.7 Rest of LAMEA AI-Driven Traffic Management Market
- 10.7.1 Rest of LAMEA AI-Driven Traffic Management Market by Deployment Mode
- 10.7.2 Rest of LAMEA AI-Driven Traffic Management Market by Technology
- 10.7.3 Rest of LAMEA AI-Driven Traffic Management Market by Component
- 10.7.4 Rest of LAMEA AI-Driven Traffic Management Market by Application
- 10.7.5 Rest of LAMEA AI-Driven Traffic Management Market by End User
Chapter 11. Company Profiles
- 11.1 Siemens AG (Siemens Mobility)
- 11.1.1 Company Overview
- 11.1.2 Financial Analysis
- 11.1.3 Segmental and Regional Analysis
- 11.1.4 Research & Development Expense
- 11.1.5 Recent strategies and developments:
- 11.1.5.1 Partnerships, Collaborations, and Agreements:
- 11.1.5.2 Product Launches and Product Expansions:
- 11.1.5.3 Acquisition and Mergers:
- 11.1.6 SWOT Analysis
- 11.2 Iteris, Inc.
- 11.2.1 Company Overview
- 11.2.2 Financial Analysis
- 11.2.3 Research & Development Expenses
- 11.2.4 Recent strategies and developments:
- 11.2.4.1 Partnerships, Collaborations, and Agreements:
- 11.2.4.2 Product Launches and Product Expansions:
- 11.3 Econolite Group, Inc.
- 11.3.1 Company Overview
- 11.3.2 Recent strategies and developments:
- 11.3.2.1 Partnerships, Collaborations, and Agreements:
- 11.3.2.2 Acquisition and Mergers:
- 11.4 Thales Group S.A.
- 11.4.1 Company Overview
- 11.4.2 Financial Analysis
- 11.4.3 Segmental and Regional Analysis
- 11.4.4 Research & Development Expenses
- 11.4.5 Recent strategies and developments:
- 11.4.5.1 Partnerships, Collaborations, and Agreements:
- 11.4.6 SWOT Analysis
- 11.5 Huawei Technologies Co., Ltd. (Huawei Investment & Holding Co., Ltd.)
- 11.5.1 Company Overview
- 11.5.2 Financial Analysis
- 11.5.3 Segmental and Regional Analysis
- 11.5.4 Research & Development Expenses
- 11.5.5 Recent strategies and developments:
- 11.5.5.1 Partnerships, Collaborations, and Agreements:
- 11.5.5.2 Product Launches and Product Expansions:
- 11.5.6 SWOT Analysis
- 11.6 SWARCO AG
- 11.6.1 Company Overview
- 11.6.2 Recent strategies and developments:
- 11.6.2.1 Partnerships, Collaborations, and Agreements:
- 11.6.2.2 Product Launches and Product Expansions:
- 11.6.3 SWOT Analysis
- 11.7 Ericsson AB
- 11.7.1 Company Overview
- 11.7.2 Financial Analysis
- 11.7.3 Segmental and Regional Analysis
- 11.7.4 Research & Development Expense
- 11.7.5 Recent strategies and developments:
- 11.7.5.1 Product Launches and Product Expansions:
- 11.7.6 SWOT Analysis
- 11.8 IBM Corporation
- 11.8.1 Company Overview
- 11.8.2 Financial Analysis
- 11.8.3 Regional & Segmental Analysis
- 11.8.4 Research & Development Expenses
- 11.8.5 Recent strategies and developments:
- 11.8.5.1 Acquisition and Mergers:
- 11.8.6 SWOT Analysis
- 11.9 Indra Sistemas, S.A.
- 11.9.1 Company Overview
- 11.9.2 Financial Analysis
- 11.9.3 Segmental and Regional Analysis
- 11.9.4 Research & Development Expenses
- 11.9.5 Recent strategies and developments:
- 11.9.5.1 Product Launches and Product Expansions:
- 11.10. ST Engineering Limited
- 11.10.1 Company Overview
- 11.10.2 Financial Analysis
- 11.10.3 Segmental and Regional Analysis
LIST OF TABLES
- TABLE 1 LAMEA AI-Driven Traffic Management Market, 2020 - 2023, USD Million
- TABLE 2 LAMEA AI-Driven Traffic Management Market, 2024 - 2031, USD Million
- TABLE 3 Partnerships, Collaborations and Agreements- AI-Driven Traffic Management Market
- TABLE 4 Product Launches And Product Expansions- AI-Driven Traffic Management Market
- TABLE 5 Acquisition and Mergers- AI-Driven Traffic Management Market
- TABLE 6 LAMEA AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
- TABLE 7 LAMEA AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
- TABLE 8 LAMEA Cloud Market by Country, 2020 - 2023, USD Million
- TABLE 9 LAMEA Cloud Market by Country, 2024 - 2031, USD Million
- TABLE 10 LAMEA On-Premises Market by Country, 2020 - 2023, USD Million
- TABLE 11 LAMEA On-Premises Market by Country, 2024 - 2031, USD Million
- TABLE 12 LAMEA AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
- TABLE 13 LAMEA AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
- TABLE 14 LAMEA Machine Learning (ML) Market by Country, 2020 - 2023, USD Million
- TABLE 15 LAMEA Machine Learning (ML) Market by Country, 2024 - 2031, USD Million
- TABLE 16 LAMEA Computer Vision Market by Country, 2020 - 2023, USD Million
- TABLE 17 LAMEA Computer Vision Market by Country, 2024 - 2031, USD Million
- TABLE 18 LAMEA Internet of Things (IoT) Market by Country, 2020 - 2023, USD Million
- TABLE 19 LAMEA Internet of Things (IoT) Market by Country, 2024 - 2031, USD Million
- TABLE 20 LAMEA Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
- TABLE 21 LAMEA Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
- TABLE 22 LAMEA Other Technology Market by Country, 2020 - 2023, USD Million
- TABLE 23 LAMEA Other Technology Market by Country, 2024 - 2031, USD Million
- TABLE 24 LAMEA AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
- TABLE 25 LAMEA AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
- TABLE 26 LAMEA Software Market by Country, 2020 - 2023, USD Million
- TABLE 27 LAMEA Software Market by Country, 2024 - 2031, USD Million
- TABLE 28 LAMEA Hardware Market by Country, 2020 - 2023, USD Million
- TABLE 29 LAMEA Hardware Market by Country, 2024 - 2031, USD Million
- TABLE 30 LAMEA Services Market by Country, 2020 - 2023, USD Million
- TABLE 31 LAMEA Services Market by Country, 2024 - 2031, USD Million
- TABLE 32 LAMEA AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
- TABLE 33 LAMEA AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
- TABLE 34 LAMEA Traffic Signal Control Systems Market by Country, 2020 - 2023, USD Million
- TABLE 35 LAMEA Traffic Signal Control Systems Market by Country, 2024 - 2031, USD Million
- TABLE 36 LAMEA Incident Detection & Management Market by Country, 2020 - 2023, USD Million
- TABLE 37 LAMEA Incident Detection & Management Market by Country, 2024 - 2031, USD Million
- TABLE 38 LAMEA Route Optimization Market by Country, 2020 - 2023, USD Million
- TABLE 39 LAMEA Route Optimization Market by Country, 2024 - 2031, USD Million
- TABLE 40 LAMEA Public Transport Management Market by Country, 2020 - 2023, USD Million
- TABLE 41 LAMEA Public Transport Management Market by Country, 2024 - 2031, USD Million
- TABLE 42 LAMEA Predictive Analytics Market by Country, 2020 - 2023, USD Million
- TABLE 43 LAMEA Predictive Analytics Market by Country, 2024 - 2031, USD Million
- TABLE 44 LAMEA AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
- TABLE 45 LAMEA AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
- TABLE 46 LAMEA Government Authorities Market by Country, 2020 - 2023, USD Million
- TABLE 47 LAMEA Government Authorities Market by Country, 2024 - 2031, USD Million
- TABLE 48 LAMEA Highway Operators Market by Country, 2020 - 2023, USD Million
- TABLE 49 LAMEA Highway Operators Market by Country, 2024 - 2031, USD Million
- TABLE 50 LAMEA Logistics & Transportation Providers Market by Country, 2020 - 2023, USD Million
- TABLE 51 LAMEA Logistics & Transportation Providers Market by Country, 2024 - 2031, USD Million
- TABLE 52 LAMEA AI-Driven Traffic Management Market by Country, 2020 - 2023, USD Million
- TABLE 53 LAMEA AI-Driven Traffic Management Market by Country, 2024 - 2031, USD Million
- TABLE 54 Brazil AI-Driven Traffic Management Market, 2020 - 2023, USD Million
- TABLE 55 Brazil AI-Driven Traffic Management Market, 2024 - 2031, USD Million
- TABLE 56 Brazil AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
- TABLE 57 Brazil AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
- TABLE 58 Brazil AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
- TABLE 59 Brazil AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
- TABLE 60 Brazil AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
- TABLE 61 Brazil AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
- TABLE 62 Brazil AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
- TABLE 63 Brazil AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
- TABLE 64 Brazil AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
- TABLE 65 Brazil AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
- TABLE 66 Argentina AI-Driven Traffic Management Market, 2020 - 2023, USD Million
- TABLE 67 Argentina AI-Driven Traffic Management Market, 2024 - 2031, USD Million
- TABLE 68 Argentina AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
- TABLE 69 Argentina AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
- TABLE 70 Argentina AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
- TABLE 71 Argentina AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
- TABLE 72 Argentina AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
- TABLE 73 Argentina AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
- TABLE 74 Argentina AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
- TABLE 75 Argentina AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
- TABLE 76 Argentina AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
- TABLE 77 Argentina AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
- TABLE 78 UAE AI-Driven Traffic Management Market, 2020 - 2023, USD Million
- TABLE 79 UAE AI-Driven Traffic Management Market, 2024 - 2031, USD Million
- TABLE 80 UAE AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
- TABLE 81 UAE AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
- TABLE 82 UAE AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
- TABLE 83 UAE AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
- TABLE 84 UAE AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
- TABLE 85 UAE AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
- TABLE 86 UAE AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
- TABLE 87 UAE AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
- TABLE 88 UAE AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
- TABLE 89 UAE AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
- TABLE 90 Saudi Arabia AI-Driven Traffic Management Market, 2020 - 2023, USD Million
- TABLE 91 Saudi Arabia AI-Driven Traffic Management Market, 2024 - 2031, USD Million
- TABLE 92 Saudi Arabia AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
- TABLE 93 Saudi Arabia AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
- TABLE 94 Saudi Arabia AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
- TABLE 95 Saudi Arabia AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
- TABLE 96 Saudi Arabia AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
- TABLE 97 Saudi Arabia AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
- TABLE 98 Saudi Arabia AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
- TABLE 99 Saudi Arabia AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
- TABLE 100 Saudi Arabia AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
- TABLE 101 Saudi Arabia AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
- TABLE 102 South Africa AI-Driven Traffic Management Market, 2020 - 2023, USD Million
- TABLE 103 South Africa AI-Driven Traffic Management Market, 2024 - 2031, USD Million
- TABLE 104 South Africa AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
- TABLE 105 South Africa AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
- TABLE 106 South Africa AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
- TABLE 107 South Africa AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
- TABLE 108 South Africa AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
- TABLE 109 South Africa AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
- TABLE 110 South Africa AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
- TABLE 111 South Africa AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
- TABLE 112 South Africa AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
- TABLE 113 South Africa AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
- TABLE 114 Nigeria AI-Driven Traffic Management Market, 2020 - 2023, USD Million
- TABLE 115 Nigeria AI-Driven Traffic Management Market, 2024 - 2031, USD Million
- TABLE 116 Nigeria AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
- TABLE 117 Nigeria AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
- TABLE 118 Nigeria AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
- TABLE 119 Nigeria AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
- TABLE 120 Nigeria AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
- TABLE 121 Nigeria AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
- TABLE 122 Nigeria AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
- TABLE 123 Nigeria AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
- TABLE 124 Nigeria AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
- TABLE 125 Nigeria AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
- TABLE 126 Rest of LAMEA AI-Driven Traffic Management Market, 2020 - 2023, USD Million
- TABLE 127 Rest of LAMEA AI-Driven Traffic Management Market, 2024 - 2031, USD Million
- TABLE 128 Rest of LAMEA AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
- TABLE 129 Rest of LAMEA AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
- TABLE 130 Rest of LAMEA AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
- TABLE 131 Rest of LAMEA AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
- TABLE 132 Rest of LAMEA AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
- TABLE 133 Rest of LAMEA AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
- TABLE 134 Rest of LAMEA AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
- TABLE 135 Rest of LAMEA AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
- TABLE 136 Rest of LAMEA AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
- TABLE 137 Rest of LAMEA AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
- TABLE 138 Key Information - Siemens AG
- TABLE 139 Key Information - ITERIS, INC.
- TABLE 140 Key Information - Econolite Group, Inc.
- TABLE 141 Key Information - Thales Group S.A.
- TABLE 142 Key Information - Huawei Technologies Co., Ltd.
- TABLE 143 Key Information - SWARCO AG
- TABLE 144 key information - Ericsson AB
- TABLE 145 Key Information - IBM Corporation
- TABLE 146 Key Information - Indra Sistemas, S.A.
- TABLE 147 Key Information - ST Engineering Limited
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